Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/64445
Title: A fuzzy integral based query dispatching model in collaborative case-based reasoning
Authors: Shiu, SCK 
Li, Y
Zhang, F
Keywords: Fuzzy integral
Query dispatching
Collaborative case-based reasoning
Issue Date: 2004
Publisher: Springer
Source: Applied intelligence, 2004, v. 21, no. 3, p. 301-310 How to cite?
Journal: Applied intelligence 
Abstract: In a collaborative (distributed) Case-Based Reasoning (CBR) environment, an input query case could be compared with the old cases that are resided in many different CBR agents in the network. How to obtain the best solution effectively and efficiently from this distributed CBR network depends on a carefully designed query dispatching strategy. In this paper, we propose a fuzzy integral based approach to measure the competence of different CBR agents in the network and suggest three query dispatching policies which could be used to fulfill this task. They are: To-Top policy, Strong-Strong policy and Best-Committee policy. The experimental result shows that our proposed policies are comparatively better than the existing ones developed by Plaza and Ontañón.
Description: Special Issue: Soft Computing in Case Based Reasoning
URI: http://hdl.handle.net/10397/64445
ISSN: 0924-669X
DOI: 10.1023/B:APIN.0000043562.93194.e9
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